1. Improving convolutional neural networks performance for image classification using test time augmentationIbrahem Kandel, Mauro Castelli, 2021, original scientific article Keywords: image classification, convolutional neural networks, transfer learning, test time 29 augmentation, deep learning, ensemble learning Full text (file, 1,82 MB) This document has more files! More... |
2. Comparing stacking ensemble techniques to improve musculoskeletal fracture image classificationIbrahem Kandel, Mauro Castelli, Aleš Popovič, 2021, original scientific article Keywords: neuroscience, deep learning, image classification, stacking, ensemble learning, convolutional neural networks, transfer learning, medical images Full text (file, 1,12 MB) This document has more files! More... |
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4. Metoda vezi in razpor za projektiranje armiranobetonskih stenastih elementovNejc Pavlin, 2012, undergraduate thesis Keywords: gradbeništvo, diplomska dela, UNI, metoda vezi in razpor, nadomestno paličje, stenasti nosilec, projektiranje betonskih konstrukcij, območja diskontinuitet, topološka optimizacija, graduation thesis, civil engineering, strut and tie method, alternate truss, deep beam, design of reinforced concrete elements, D regions, topology optimization Full text (file, 7,12 MB) |
5. Representing visual entities with deep hierarchical and compositional modelsDomen Tabernik, 2021, doctoral dissertation Keywords: compositional hierarchies, histogram of compositions, displaced aggregation units, deep neural networks, visual image recognition, semantic image segmentation, de-blurring Full text (file, 10,00 MB) |
6. Experimental attempts of using modulated and unmodulated waves in low-frequency acoustic wave flame extinguishing technologyJacek Wilk-Jakubowski, Grzegorz Wilk-Jakubowski, Valentyna Loboichenko, 2024, original scientific article Keywords: acoustic flame extinguishing, firefighting systems, deep neural networks, fire extinguisher, flame suppression Full text (file, 867,84 KB) This document has more files! More... |
7. Assessing accuracy and consistency in intracranial aneurysm sizingAndrej Planinc, Nina Špegel, Zala Podobnik, Uroš Šinigoj, Petra Skubic, June Ho Choi, Wonhyoung Park, Tina Robič, Nika Tabor, Leon Jarabek, Žiga Špiclin, Žiga Bizjak, 2024, original scientific article Keywords: intrarater variability, interrater variability, deep learning, intracranial aneurysms Full text (file, 1,91 MB) This document has more files! More... |
8. Deep learning for detection of visible land boundaries from UAV imageryBujar Fetai, Matej Račič, Anka Lisec, 2021, original scientific article Keywords: geodesy, land, cadastral mapping, visible boundary, UAV, deep learning Full text (file, 4,43 MB) This document has more files! More... |
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